AEO for cloud infrastructure entitlement management software: AI search visibility ranking
How AI search engines rank cloud infrastructure entitlement management software by visibility and citations. 20 brands measured quarterly across Google AI Mode: which brands the AI names in answers, which domains it cites as sources, and how the leaders compare. Security platforms used to analyze cloud permissions, identify excessive entitlements, and reduce identity risk across cloud infrastructure. Composite score: 70% visibility (% of AI answers naming the brand) + 30% citation rate (% citing the brand's domain). Full methodology →
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When buyers ask AI engines about Cloud infrastructure entitlement management software, Tenable Cloud Security emerges as the leader, cited in 25% of responses. Alongside Tenable, Orca Security and Wiz are frequently mentioned, reflecting their strong presence in the market. Tenable's clear visibility in AI-driven responses underscores its prominence as a go-to solution.
The rankings reflect citations from top sources like youtube.com, orca.security, and wiz.io. The presence of aggregator and review sites suggests these engines rely heavily on publicly available user reviews and expert analyses. This results in a rankings system driven by both quantitative measures like citation frequency and qualitative insights from domain-specific expertise.
For a buyer evaluating options, these rankings highlight the importance of recent reviews and third-party validation. AI engines prioritize up-to-date information and authoritative insights, so when choosing from this list, consider how well each brand addresses current security challenges specific to Cloud infrastructure entitlement management.
At a glance
What we observed in this category
Tenable Cloud Security leads the CIEM category with a visibility score of 25.0%, five times the category average of 5.0%, after rising from rank 5 to rank 1 with a 12.5-point visibility gain. The gap matters because no other brand exceeds 12.5% visibility, meaning Tenable now occupies a disproportionate share of AI-generated responses. Orca Security and Wiz both sit at 12.5% visibility despite stronger citation rates, making Tenable's lead a function of narrative presence rather than source authority alone.
A clear divergence exists between being named and being trusted as a source. Prisma Cloud holds a 62.5% citation rate despite 0.0% visibility, meaning AI Mode references its content without surfacing the brand in answers. Orca Security shows the same pattern with 62.5% citation against only 12.5% visibility. Conversely, Ermetic and Sonrai Security each achieve 12.5% visibility with 0.0% citation, indicating they are named in responses but their own domains are not being pulled as supporting sources.
Google AI Mode is the dominant engine across all ten ranked brands, with every brand recording it as their top engine, suggesting the audit data reflects a single-engine landscape. Among cited sources, youtube.com appears first in the top cited list, alongside brand-owned domains such as orca.security, wiz.io, and paloaltonetworks.com. Third-party review and research sources including peerspot.com, infotech.com, and cloudquery.io also appear, indicating AI Mode blends vendor content with analyst and community references when constructing CIEM responses.
Movers & shakers since last refresh
Biggest visibility risers
-
Tenable Cloud Security 12% → 25% · rank #5 → #1+12pp
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CrowdStrike Falcon Cloud Security 0% → 12% · rank #17 → #5+12pp
Biggest visibility fallers
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Wiz 38% → 12% · rank #1 → #3-25pp
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Prisma Cloud 25% → 0% · rank #2 → #4-25pp
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Orca Security 25% → 12% · rank #3 → #2-12pp
The AEO ranking
| # | Brand | Visibility | Citation | Top engine |
|---|---|---|---|---|
| 1 |
tenable.com
|
25% | 38% | Google AI Mode |
Tenable leads with 25.0% visibility, double the next tier and five times the 5.0% category average, despite a citation rate of only 37.5%, below Orca and Prisma Cloud. |
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| 2 |
orca.security
|
12% | 62% | Google AI Mode |
Orca Security has the joint-highest citation rate at 62.5% but only 12.5% visibility, placing it second overall while its domain is cited more often than it is named in AI responses. |
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| 3 |
wiz.io
|
12% | 50% | Google AI Mode |
Wiz dropped from rank 1 to rank 3 after a 25.0-point visibility loss, retaining a 50.0% citation rate that keeps its composite score above the category average of 5.0%. |
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| 4 |
paloaltonetworks.com
|
0% | 62% | Google AI Mode |
Prisma Cloud records 0.0% visibility yet a 62.5% citation rate, the highest in the category, meaning AI Mode draws on paloaltonetworks.com content without surfacing the brand in direct answers. |
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| 5 |
crowdstrike.com
|
12% | 12% | Google AI Mode |
CrowdStrike rose from rank 17 to rank 5 with matched visibility and citation rates of 12.5% each, the only top-5 brand where both metrics are equal rather than divergent. |
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| 6 |
beyondtrust.com
|
0% | 38% | Google AI Mode |
| 7 |
ermetic.com
|
12% | 0% | Google AI Mode |
| 8 |
sonraisecurity.com
|
12% | 0% | Google AI Mode |
| 9 |
microsoft.com
|
12% | 0% | Google AI Mode |
| 10 |
cyberark.com
|
0% | 12% | Google AI Mode |
| 11 |
lacework.com
|
0% | 0% | Google AI Mode |
| 12 |
permiso.io
|
0% | 0% | Google AI Mode |
| 13 |
axonius.com
|
0% | 0% | Google AI Mode |
| 14 |
checkpoint.com
|
0% | 0% | Google AI Mode |
| 15 |
saviynt.com
|
0% | 0% | Google AI Mode |
| 16 |
sentra.io
|
0% | 0% | Google AI Mode |
| 17 |
delinea.com
|
0% | 0% | Google AI Mode |
| 18 |
entro.security
|
0% | 0% | Google AI Mode |
| 19 |
zscaler.com
|
0% | 0% | Google AI Mode |
| 20 |
trendmicro.com
|
0% | 0% | Google AI Mode |
Sources AI engines trust in this category
Across the 8 buyer-intent queries we ran on cloud infrastructure entitlement management software, these are the domains Google AI Mode cited most often. If you're not on this list — or if your competitors are — that's a concrete PR / linkbuilding target.
How to read this AEO ranking
Four things worth knowing before you act on the numbers above. These are the same definitions across every industry page — for category-specific observations, see the What we observed section above (where available) and the per-brand insights inline in the ranking.
Visibility = being named
A brand's visibility % is the share of AI answers that mention it by name in the response prose. This is who AI engines actively recommend to the buyer. More on visibility →
Citation rate = being trusted
Citation rate is the share of AI answers that include the brand's domain as a clickable source link. This is what the AI treats as authoritative evidence, different from being named. More on citation rate →
Top engine differs by brand
The "top engine" column shows which AI surface each brand performs best on. Big gaps between a brand's score across engines usually points to specific content or schema gaps. How AI engines pick sources →
AEO rankings move month to month
AI engines re-crawl and re-rank on shorter cycles than classical search. We re-audit every brand on this list at least every 90 days and refresh this page automatically. How AI search ranking works →
Run an AEO audit on your own cloud infrastructure entitlement management software brand
The brands above were curated from public market-leader lists. Want the same answer engine optimisation measurement against your own brand — including the queries you appear on, which competitors get named instead, and a prioritised fix list? Run a free preview.
Frequently asked about AEO for cloud infrastructure entitlement management software
Who leads AI visibility in cloud infrastructure entitlement management software?
Tenable Cloud Security leads with 25.0% visibility, more than double any other brand in the category and five times the category average of 5.0%. It rose from rank 5 to rank 1 with a 12.5-point visibility gain in the most recent period.
Which CIEM brands are cited most by Google AI Mode even when not named in answers?
Prisma Cloud has the highest citation rate in the category at 62.5% despite 0.0% visibility, and Orca Security matches that citation rate at 62.5% while recording only 12.5% visibility, meaning both brands are referenced as sources more often than they appear in AI-generated answers.
What sources does Google AI Mode anchor on most for CIEM research?
The top cited sources include youtube.com, orca.security, wiz.io, and paloaltonetworks.com alongside third-party sources such as peerspot.com, infotech.com, and cloudquery.io, indicating a mix of vendor-owned and independent content.
Which CIEM brands have high citation rates but low visibility, and what does that mean?
Prisma Cloud (0.0% visibility, 62.5% citation) and Orca Security (12.5% visibility, 62.5% citation) both show this pattern, suggesting their domains supply supporting content but the brands are not prominently featured in AI-generated brand recommendations.
Which CIEM brands gained the most AI visibility recently?
Tenable Cloud Security gained 12.5 visibility points to reach 25.0%, and CrowdStrike Falcon Cloud Security entered the visible set with a 12.5-point gain, rising 12 rank positions from rank 17 to rank 5.
Which CIEM brands lost the most AI visibility recently?
Wiz dropped 25.0 visibility points from 37.5% to 12.5% and fell from rank 1 to rank 3, while Prisma Cloud also lost 25.0 points and now records 0.0% visibility despite previously holding rank 2.